// Copyright © 2024 Mikhail Hogrefe
//
// This file is part of Malachite.
//
// Malachite is free software: you can redistribute it and/or modify it under the terms of the GNU
// Lesser General Public License (LGPL) as published by the Free Software Foundation; either version
// 3 of the License, or (at your option) any later version. See .
use malachite_base::num::basic::unsigneds::PrimitiveUnsigned;
use malachite_base::num::float::NiceFloat;
use malachite_base::num::random::geometric::geometric_random_unsigned_range;
use malachite_base::random::EXAMPLE_SEED;
use malachite_base::test_util::stats::moments::{
truncated_geometric_dist_assertions, CheckedToF64, MomentStats,
};
use std::panic::catch_unwind;
fn geometric_random_unsigned_range_helper(
a: T,
b: T,
um_numerator: u64,
um_denominator: u64,
expected_values: &[T],
expected_common_values: &[(T, usize)],
expected_pop_median: (T, Option),
expected_sample_median: (T, Option),
expected_pop_moment_stats: MomentStats,
expected_sample_moment_stats: MomentStats,
) {
truncated_geometric_dist_assertions(
geometric_random_unsigned_range::(EXAMPLE_SEED, a, b, um_numerator, um_denominator),
a,
b - T::ONE,
um_numerator,
um_denominator,
expected_values,
expected_common_values,
expected_pop_median,
expected_sample_median,
expected_pop_moment_stats,
expected_sample_moment_stats,
);
}
#[test]
fn test_geometric_random_unsigned_range() {
// u8, 5, 6, um = 10 (um is irrelevant here)
let values = &[5; 20];
let common_values = &[(5, 1000000)];
let pop_median = (5, None);
let sample_median = (5, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(5.0),
standard_deviation: NiceFloat(0.0),
skewness: NiceFloat(f64::NAN),
excess_kurtosis: NiceFloat(f64::NAN),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(5.0),
standard_deviation: NiceFloat(0.0),
skewness: NiceFloat(f64::NAN),
excess_kurtosis: NiceFloat(f64::NAN),
};
geometric_random_unsigned_range_helper::(
5,
6,
10,
1,
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u16, 1, 7, um = 3
let values = &[2, 5, 2, 3, 4, 2, 5, 6, 1, 2, 4, 3, 3, 2, 4, 2, 5, 1, 5, 4];
let common_values =
&[(1, 365286), (2, 243368), (3, 162008), (4, 108422), (5, 72522), (6, 48394)];
let pop_median = (2, None);
let sample_median = (2, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(2.4225563909774435),
standard_deviation: NiceFloat(1.4838791137635392),
skewness: NiceFloat(0.8646161570662343),
excess_kurtosis: NiceFloat(-0.2650814667635877),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(2.4247080000000336),
standard_deviation: NiceFloat(1.4858025852532333),
skewness: NiceFloat(0.8627980859656847),
excess_kurtosis: NiceFloat(-0.27185507049284263),
};
geometric_random_unsigned_range_helper::(
1,
7,
3,
1,
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u32, 10, 20, um = 30
let values = &[18, 13, 12, 14, 11, 14, 16, 12, 12, 12, 11, 11, 12, 16, 10, 12, 13, 17, 19, 18];
let common_values = &[
(10, 123089),
(11, 117792),
(12, 111339),
(13, 106927),
(14, 102009),
(15, 96319),
(16, 92170),
(17, 86830),
(18, 83895),
(19, 79630),
];
let pop_median = (14, None);
let sample_median = (14, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(14.099085006908673),
standard_deviation: NiceFloat(2.8551273967321666),
skewness: NiceFloat(0.17141556508548922),
excess_kurtosis: NiceFloat(-1.1843121480092598),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(14.099542000000508),
standard_deviation: NiceFloat(2.8550785526337443),
skewness: NiceFloat(0.17230969046968866),
excess_kurtosis: NiceFloat(-1.183362703825652),
};
geometric_random_unsigned_range_helper::(
10,
20,
30,
1,
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u8, 0, u8::MAX, um = 1
let values = &[1, 0, 0, 3, 4, 4, 1, 0, 0, 1, 0, 0, 2, 2, 0, 0, 1, 0, 3, 1];
let common_values = &[
(0, 500085),
(1, 249510),
(2, 125328),
(3, 62428),
(4, 31280),
(5, 15676),
(6, 7853),
(7, 3994),
(8, 1932),
(9, 942),
];
let pop_median = (0, Some(1));
let sample_median = (0, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(1.0),
standard_deviation: NiceFloat(std::f64::consts::SQRT_2),
skewness: NiceFloat(2.1213203435596424),
excess_kurtosis: NiceFloat(6.5),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(1.0006159999999573),
standard_deviation: NiceFloat(1.414547850547892),
skewness: NiceFloat(2.1140569440125403),
excess_kurtosis: NiceFloat(6.4341815215340805),
};
geometric_random_unsigned_range_helper::(
0,
u8::MAX,
1,
1,
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
}
fn geometric_random_unsigned_range_fail_helper() {
assert_panic!(geometric_random_unsigned_range::(
EXAMPLE_SEED,
T::ONE,
T::ONE,
1,
1
));
assert_panic!(geometric_random_unsigned_range::(
EXAMPLE_SEED,
T::ONE,
T::ZERO,
1,
1
));
assert_panic!(geometric_random_unsigned_range::(
EXAMPLE_SEED,
T::ZERO,
T::exact_from(10),
1,
0
));
assert_panic!(geometric_random_unsigned_range::(
EXAMPLE_SEED,
T::ONE,
T::exact_from(10),
9,
10
));
assert_panic!(geometric_random_unsigned_range::(
EXAMPLE_SEED,
T::ZERO,
T::exact_from(10),
u64::MAX,
u64::MAX - 1
));
}
#[test]
fn geometric_random_unsigned_range_fail() {
apply_fn_to_unsigneds!(geometric_random_unsigned_range_fail_helper);
}